Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 72 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.8 KiB |
| Average record size in memory | 154.0 B |
Variable types
| TimeSeries | 11 |
|---|---|
| Boolean | 2 |
| Unsupported | 1 |
| Numeric | 3 |
| Categorical | 3 |
Timeseries statistics
| Number of series | 11 |
|---|---|
| Time series length | 72 |
| Starting point | 2025-04-16 00:00:00 |
| Ending point | 2025-04-18 23:00:00 |
| Period | 1 hour |
chance_of_snow has constant value "0" | Constant |
chance_of_rain is highly overall correlated with cloud and 4 other fields | High correlation |
cloud is highly overall correlated with chance_of_rain and 4 other fields | High correlation |
dewpoint_c is highly overall correlated with chance_of_rain and 3 other fields | High correlation |
feelslike_c is highly overall correlated with gust_kph and 7 other fields | High correlation |
gust_kph is highly overall correlated with feelslike_c and 5 other fields | High correlation |
heatindex_c is highly overall correlated with feelslike_c and 8 other fields | High correlation |
humidity is highly overall correlated with cloud and 9 other fields | High correlation |
is_day is highly overall correlated with feelslike_c and 3 other fields | High correlation |
precip_mm is highly overall correlated with chance_of_rain and 5 other fields | High correlation |
pressure_mb is highly overall correlated with chance_of_rain and 2 other fields | High correlation |
temp_c is highly overall correlated with feelslike_c and 7 other fields | High correlation |
uv is highly overall correlated with feelslike_c and 5 other fields | High correlation |
vis_km is highly overall correlated with precip_mm | High correlation |
will_it_rain is highly overall correlated with chance_of_rain and 3 other fields | High correlation |
wind_degree is highly overall correlated with wind_dir and 1 other fields | High correlation |
wind_dir is highly overall correlated with wind_degree | High correlation |
wind_kph is highly overall correlated with feelslike_c and 7 other fields | High correlation |
windchill_c is highly overall correlated with feelslike_c and 7 other fields | High correlation |
vis_km is highly imbalanced (59.1%) | Imbalance |
wind_kph is non stationary | Non stationary |
pressure_mb is non stationary | Non stationary |
humidity is non stationary | Non stationary |
cloud is non stationary | Non stationary |
feelslike_c is non stationary | Non stationary |
heatindex_c is non stationary | Non stationary |
dewpoint_c is non stationary | Non stationary |
chance_of_rain is non stationary | Non stationary |
condition is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
precip_mm has 51 (70.8%) zeros | Zeros |
cloud has 1 (1.4%) zeros | Zeros |
chance_of_rain has 51 (70.8%) zeros | Zeros |
uv has 36 (50.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-15 09:56:18.773213 |
|---|---|
| Analysis finished | 2025-05-15 09:56:25.514296 |
| Duration | 6.74 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
temp_c
Numeric time series
High correlation
| Distinct | 63 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.25 |
|---|---|
| Minimum | 11.1 |
| Maximum | 25.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 11.1 |
|---|---|
| 5-th percentile | 11.6 |
| Q1 | 13.575 |
| median | 16.7 |
| Q3 | 20.325 |
| 95-th percentile | 24.545 |
| Maximum | 25.7 |
| Range | 14.6 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 4.2856787 |
|---|---|
| Coefficient of variation (CV) | 0.24844514 |
| Kurtosis | -0.98056345 |
| Mean | 17.25 |
| Median Absolute Deviation (MAD) | 3.45 |
| Skewness | 0.43170212 |
| Sum | 1242 |
| Variance | 18.367042 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.04377701546 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 16.7 | 3 | 4.2% |
| 12.9 | 3 | 4.2% |
| 13 | 2 | 2.8% |
| 14.7 | 2 | 2.8% |
| 13.6 | 2 | 2.8% |
| 24.3 | 2 | 2.8% |
| 11.6 | 2 | 2.8% |
| 22.2 | 1 | 1.4% |
| 25.3 | 1 | 1.4% |
| 25.7 | 1 | 1.4% |
| Other values (53) | 53 |
| Value | Count | Frequency (%) |
| 11.1 | 1 | |
| 11.4 | 1 | |
| 11.5 | 1 | |
| 11.6 | 2 | |
| 11.8 | 1 | |
| 12 | 1 | |
| 12.1 | 1 | |
| 12.2 | 1 | |
| 12.4 | 1 | |
| 12.5 | 1 |
| Value | Count | Frequency (%) |
| 25.7 | 1 | |
| 25.3 | 1 | |
| 25.2 | 1 | |
| 24.6 | 1 | |
| 24.5 | 1 | |
| 24.4 | 1 | |
| 24.3 | 2 | |
| 23.9 | 1 | |
| 23.6 | 1 | |
| 23.3 | 1 |
ACF and PACF
is_day
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 648.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 42 | |
| False | 30 |
condition
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
wind_kph
Numeric time series
High correlation Non stationary
| Distinct | 38 |
|---|---|
| Distinct (%) | 52.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.716667 |
|---|---|
| Minimum | 3.2 |
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 4.52 |
| Q1 | 7.2 |
| median | 11 |
| Q3 | 15.575 |
| 95-th percentile | 20.68 |
| Maximum | 22 |
| Range | 18.8 |
| Interquartile range (IQR) | 8.375 |
Descriptive statistics
| Standard deviation | 5.2303017 |
|---|---|
| Coefficient of variation (CV) | 0.44639844 |
| Kurtosis | -0.9330755 |
| Mean | 11.716667 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 0.34506144 |
| Sum | 843.6 |
| Variance | 27.356056 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.06075035424 |
Histogram with fixed size bins (bins=38)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 7.2 | 6 | 8.3% |
| 7.9 | 4 | 5.6% |
| 13.3 | 4 | 5.6% |
| 7.6 | 3 | 4.2% |
| 13.7 | 3 | 4.2% |
| 18.4 | 3 | 4.2% |
| 10.8 | 3 | 4.2% |
| 6.5 | 3 | 4.2% |
| 10.4 | 2 | 2.8% |
| 6.1 | 2 | 2.8% |
| Other values (28) | 39 |
| Value | Count | Frequency (%) |
| 3.2 | 2 | 2.8% |
| 3.6 | 1 | 1.4% |
| 4.3 | 1 | 1.4% |
| 4.7 | 1 | 1.4% |
| 5 | 2 | 2.8% |
| 6.1 | 2 | 2.8% |
| 6.5 | 3 | |
| 6.8 | 2 | 2.8% |
| 7.2 | 6 | |
| 7.6 | 3 |
| Value | Count | Frequency (%) |
| 22 | 2 | |
| 21.6 | 1 | 1.4% |
| 20.9 | 1 | 1.4% |
| 20.5 | 1 | 1.4% |
| 20.2 | 2 | |
| 19.1 | 2 | |
| 18.7 | 1 | 1.4% |
| 18.4 | 3 | |
| 18 | 1 | 1.4% |
| 16.6 | 1 | 1.4% |
ACF and PACF
wind_degree
Real number (ℝ)
High correlation
| Distinct | 52 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.11111 |
| Minimum | 90 |
|---|---|
| Maximum | 270 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 101.1 |
| Q1 | 121 |
| median | 141 |
| Q3 | 165.25 |
| 95-th percentile | 187.15 |
| Maximum | 270 |
| Range | 180 |
| Interquartile range (IQR) | 44.25 |
Descriptive statistics
| Standard deviation | 30.960018 |
|---|---|
| Coefficient of variation (CV) | 0.21633553 |
| Kurtosis | 2.7587946 |
| Mean | 143.11111 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.0041196 |
| Sum | 10304 |
| Variance | 958.52269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 139 | 4 | 5.6% |
| 166 | 4 | 5.6% |
| 113 | 3 | 4.2% |
| 143 | 3 | 4.2% |
| 165 | 2 | 2.8% |
| 167 | 2 | 2.8% |
| 141 | 2 | 2.8% |
| 118 | 2 | 2.8% |
| 122 | 2 | 2.8% |
| 147 | 2 | 2.8% |
| Other values (42) | 46 |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 91 | 1 | |
| 94 | 1 | |
| 100 | 1 | |
| 102 | 1 | |
| 104 | 1 | |
| 105 | 1 | |
| 107 | 1 | |
| 108 | 1 | |
| 112 | 1 |
| Value | Count | Frequency (%) |
| 270 | 1 | |
| 209 | 1 | |
| 207 | 1 | |
| 191 | 1 | |
| 184 | 1 | |
| 178 | 1 | |
| 176 | 1 | |
| 174 | 1 | |
| 172 | 1 | |
| 170 | 1 |
wind_dir
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| SSE | |
|---|---|
| SE | |
| ESE | |
| S | |
| E | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.4027778 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | ESE |
|---|---|
| 2nd row | ESE |
| 3rd row | ESE |
| 4th row | SE |
| 5th row | SE |
Common Values
| Value | Count | Frequency (%) |
| SSE | 20 | |
| SE | 19 | |
| ESE | 18 | |
| S | 7 | 9.7% |
| E | 4 | 5.6% |
| SSW | 3 | 4.2% |
| W | 1 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sse | 20 | |
| se | 19 | |
| ese | 18 | |
| s | 7 | 9.7% |
| e | 4 | 5.6% |
| ssw | 3 | 4.2% |
| w | 1 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 90 | |
| E | 79 | |
| W | 4 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 173 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 90 | |
| E | 79 | |
| W | 4 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 173 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 90 | |
| E | 79 | |
| W | 4 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 173 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 90 | |
| E | 79 | |
| W | 4 | 2.3% |
pressure_mb
Numeric time series
High correlation Non stationary
| Distinct | 6 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1014.2222 |
|---|---|
| Minimum | 1012 |
| Maximum | 1017 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1012 |
|---|---|
| 5-th percentile | 1013 |
| Q1 | 1013 |
| median | 1014 |
| Q3 | 1015 |
| 95-th percentile | 1016 |
| Maximum | 1017 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2011992 |
|---|---|
| Coefficient of variation (CV) | 0.001184355 |
| Kurtosis | -0.96181077 |
| Mean | 1014.2222 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.30854405 |
| Sum | 73024 |
| Variance | 1.4428795 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0976633407 |
Histogram with fixed size bins (bins=6)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1013 | 23 | |
| 1014 | 19 | |
| 1015 | 14 | |
| 1016 | 13 | |
| 1012 | 2 | 2.8% |
| 1017 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 1012 | 2 | 2.8% |
| 1013 | 23 | |
| 1014 | 19 | |
| 1015 | 14 | |
| 1016 | 13 | |
| 1017 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 1017 | 1 | 1.4% |
| 1016 | 13 | |
| 1015 | 14 | |
| 1014 | 19 | |
| 1013 | 23 | |
| 1012 | 2 | 2.8% |
ACF and PACF
precip_mm
Real number (ℝ)
High correlation Zeros
| Distinct | 22 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41069444 |
| Minimum | 0 |
|---|---|
| Maximum | 10.37 |
| Zeros | 51 |
| Zeros (%) | 70.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0675 |
| 95-th percentile | 2.398 |
| Maximum | 10.37 |
| Range | 10.37 |
| Interquartile range (IQR) | 0.0675 |
Descriptive statistics
| Standard deviation | 1.4558027 |
|---|---|
| Coefficient of variation (CV) | 3.5447343 |
| Kurtosis | 33.047536 |
| Mean | 0.41069444 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4192318 |
| Sum | 29.57 |
| Variance | 2.1193615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 0.12 | 1 | 1.4% |
| 0.01 | 1 | 1.4% |
| 0.43 | 1 | 1.4% |
| 0.57 | 1 | 1.4% |
| 0.34 | 1 | 1.4% |
| 0.24 | 1 | 1.4% |
| 3.22 | 1 | 1.4% |
| 0.56 | 1 | 1.4% |
| 0.54 | 1 | 1.4% |
| Other values (12) | 12 | 16.7% |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 0.01 | 1 | 1.4% |
| 0.04 | 1 | 1.4% |
| 0.05 | 1 | 1.4% |
| 0.12 | 1 | 1.4% |
| 0.19 | 1 | 1.4% |
| 0.24 | 1 | 1.4% |
| 0.29 | 1 | 1.4% |
| 0.34 | 1 | 1.4% |
| 0.38 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 10.37 | 1 | |
| 5.49 | 1 | |
| 3.22 | 1 | |
| 2.64 | 1 | |
| 2.2 | 1 | |
| 0.66 | 1 | |
| 0.63 | 1 | |
| 0.6 | 1 | |
| 0.57 | 1 | |
| 0.56 | 1 |
humidity
Numeric time series
High correlation Non stationary
| Distinct | 41 |
|---|---|
| Distinct (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.833333 |
|---|---|
| Minimum | 31 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 38.2 |
| Q1 | 53.5 |
| median | 71 |
| Q3 | 90 |
| 95-th percentile | 95 |
| Maximum | 96 |
| Range | 65 |
| Interquartile range (IQR) | 36.5 |
Descriptive statistics
| Standard deviation | 20.148044 |
|---|---|
| Coefficient of variation (CV) | 0.28444297 |
| Kurtosis | -1.2342552 |
| Mean | 70.833333 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.36677543 |
| Sum | 5100 |
| Variance | 405.94366 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.23025918 |
Histogram with fixed size bins (bins=41)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 91 | 4 | 5.6% |
| 93 | 4 | 5.6% |
| 95 | 4 | 5.6% |
| 90 | 4 | 5.6% |
| 63 | 3 | 4.2% |
| 88 | 3 | 4.2% |
| 96 | 2 | 2.8% |
| 60 | 2 | 2.8% |
| 50 | 2 | 2.8% |
| 71 | 2 | 2.8% |
| Other values (31) | 42 |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 33 | 1 | |
| 34 | 1 | |
| 36 | 1 | |
| 40 | 2 | |
| 41 | 2 | |
| 42 | 1 | |
| 43 | 1 | |
| 45 | 1 | |
| 48 | 2 |
| Value | Count | Frequency (%) |
| 96 | 2 | |
| 95 | 4 | |
| 94 | 2 | |
| 93 | 4 | |
| 91 | 4 | |
| 90 | 4 | |
| 89 | 2 | |
| 88 | 3 | |
| 87 | 2 | |
| 86 | 1 | 1.4% |
ACF and PACF
cloud
Numeric time series
High correlation Non stationary Zeros
| Distinct | 41 |
|---|---|
| Distinct (%) | 56.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.069444 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | 1.4% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.55 |
| Q1 | 13 |
| median | 28 |
| Q3 | 83.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 70.5 |
Descriptive statistics
| Standard deviation | 36.294308 |
|---|---|
| Coefficient of variation (CV) | 0.82357081 |
| Kurtosis | -1.3851597 |
| Mean | 44.069444 |
| Median Absolute Deviation (MAD) | 20.5 |
| Skewness | 0.52362992 |
| Sum | 3173 |
| Variance | 1317.2768 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3378539114 |
Histogram with fixed size bins (bins=41)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 100 | 13 | 18.1% |
| 7 | 4 | 5.6% |
| 18 | 3 | 4.2% |
| 28 | 3 | 4.2% |
| 13 | 3 | 4.2% |
| 8 | 3 | 4.2% |
| 3 | 2 | 2.8% |
| 25 | 2 | 2.8% |
| 23 | 2 | 2.8% |
| 21 | 2 | 2.8% |
| Other values (31) | 35 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.4% |
| 2 | 1 | 1.4% |
| 3 | 2 | |
| 4 | 1 | 1.4% |
| 7 | 4 | |
| 8 | 3 | |
| 9 | 2 | |
| 10 | 2 | |
| 12 | 1 | 1.4% |
| 13 | 3 |
| Value | Count | Frequency (%) |
| 100 | 13 | |
| 93 | 1 | 1.4% |
| 91 | 1 | 1.4% |
| 90 | 1 | 1.4% |
| 86 | 1 | 1.4% |
| 85 | 1 | 1.4% |
| 83 | 1 | 1.4% |
| 78 | 1 | 1.4% |
| 77 | 1 | 1.4% |
| 76 | 1 | 1.4% |
ACF and PACF
feelslike_c
Numeric time series
High correlation Non stationary
| Distinct | 60 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.193056 |
|---|---|
| Minimum | 10.5 |
| Maximum | 25.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 10.5 |
|---|---|
| 5-th percentile | 11.165 |
| Q1 | 12.8 |
| median | 16.7 |
| Q3 | 20.325 |
| 95-th percentile | 25.3 |
| Maximum | 25.9 |
| Range | 15.4 |
| Interquartile range (IQR) | 7.525 |
Descriptive statistics
| Standard deviation | 4.708408 |
|---|---|
| Coefficient of variation (CV) | 0.27385522 |
| Kurtosis | -1.0120968 |
| Mean | 17.193056 |
| Median Absolute Deviation (MAD) | 3.85 |
| Skewness | 0.43662659 |
| Sum | 1237.9 |
| Variance | 22.169106 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1204940807 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 14.3 | 3 | 4.2% |
| 16.7 | 3 | 4.2% |
| 24.6 | 3 | 4.2% |
| 12.7 | 2 | 2.8% |
| 11.8 | 2 | 2.8% |
| 25.3 | 2 | 2.8% |
| 11.7 | 2 | 2.8% |
| 24.7 | 2 | 2.8% |
| 12.8 | 2 | 2.8% |
| 19.1 | 1 | 1.4% |
| Other values (50) | 50 |
| Value | Count | Frequency (%) |
| 10.5 | 1 | |
| 10.8 | 1 | |
| 10.9 | 1 | |
| 11 | 1 | |
| 11.3 | 1 | |
| 11.6 | 1 | |
| 11.7 | 2 | |
| 11.8 | 2 | |
| 12 | 1 | |
| 12.1 | 1 |
| Value | Count | Frequency (%) |
| 25.9 | 1 | 1.4% |
| 25.7 | 1 | 1.4% |
| 25.6 | 1 | 1.4% |
| 25.3 | 2 | |
| 24.8 | 1 | 1.4% |
| 24.7 | 2 | |
| 24.6 | 3 | |
| 24.2 | 1 | 1.4% |
| 23.9 | 1 | 1.4% |
| 21.9 | 1 | 1.4% |
ACF and PACF
windchill_c
Numeric time series
High correlation
| Distinct | 63 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.059722 |
|---|---|
| Minimum | 10.5 |
| Maximum | 25.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 10.5 |
|---|---|
| 5-th percentile | 11.165 |
| Q1 | 12.8 |
| median | 16.7 |
| Q3 | 20.325 |
| 95-th percentile | 24.545 |
| Maximum | 25.7 |
| Range | 15.2 |
| Interquartile range (IQR) | 7.525 |
Descriptive statistics
| Standard deviation | 4.5015071 |
|---|---|
| Coefficient of variation (CV) | 0.26386755 |
| Kurtosis | -1.0620568 |
| Mean | 17.059722 |
| Median Absolute Deviation (MAD) | 3.85 |
| Skewness | 0.36518036 |
| Sum | 1228.3 |
| Variance | 20.263566 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.02170533272 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 16.7 | 3 | 4.2% |
| 14.3 | 3 | 4.2% |
| 11.7 | 2 | 2.8% |
| 12.8 | 2 | 2.8% |
| 12.7 | 2 | 2.8% |
| 24.3 | 2 | 2.8% |
| 11.8 | 2 | 2.8% |
| 25.3 | 1 | 1.4% |
| 22.2 | 1 | 1.4% |
| 25.7 | 1 | 1.4% |
| Other values (53) | 53 |
| Value | Count | Frequency (%) |
| 10.5 | 1 | |
| 10.8 | 1 | |
| 10.9 | 1 | |
| 11 | 1 | |
| 11.3 | 1 | |
| 11.6 | 1 | |
| 11.7 | 2 | |
| 11.8 | 2 | |
| 12 | 1 | |
| 12.1 | 1 |
| Value | Count | Frequency (%) |
| 25.7 | 1 | |
| 25.3 | 1 | |
| 25.2 | 1 | |
| 24.6 | 1 | |
| 24.5 | 1 | |
| 24.4 | 1 | |
| 24.3 | 2 | |
| 23.9 | 1 | |
| 23.6 | 1 | |
| 23.3 | 1 |
ACF and PACF
heatindex_c
Numeric time series
High correlation Non stationary
| Distinct | 59 |
|---|---|
| Distinct (%) | 81.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.55 |
|---|---|
| Minimum | 11.1 |
| Maximum | 25.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 11.1 |
|---|---|
| 5-th percentile | 11.6 |
| Q1 | 13.575 |
| median | 16.7 |
| Q3 | 20.325 |
| 95-th percentile | 25.3 |
| Maximum | 25.9 |
| Range | 14.8 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 4.6933576 |
|---|---|
| Coefficient of variation (CV) | 0.26742778 |
| Kurtosis | -1.0898449 |
| Mean | 17.55 |
| Median Absolute Deviation (MAD) | 3.45 |
| Skewness | 0.48962194 |
| Sum | 1263.6 |
| Variance | 22.027606 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.131844048 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 12.9 | 3 | 4.2% |
| 24.6 | 3 | 4.2% |
| 16.7 | 3 | 4.2% |
| 24.5 | 2 | 2.8% |
| 11.6 | 2 | 2.8% |
| 13 | 2 | 2.8% |
| 14.8 | 2 | 2.8% |
| 25.3 | 2 | 2.8% |
| 24.7 | 2 | 2.8% |
| 13.6 | 2 | 2.8% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 11.1 | 1 | |
| 11.4 | 1 | |
| 11.5 | 1 | |
| 11.6 | 2 | |
| 11.8 | 1 | |
| 12 | 1 | |
| 12.1 | 1 | |
| 12.2 | 1 | |
| 12.4 | 1 | |
| 12.5 | 1 |
| Value | Count | Frequency (%) |
| 25.9 | 1 | 1.4% |
| 25.7 | 1 | 1.4% |
| 25.6 | 1 | 1.4% |
| 25.3 | 2 | |
| 24.8 | 1 | 1.4% |
| 24.7 | 2 | |
| 24.6 | 3 | |
| 24.5 | 2 | |
| 24.4 | 1 | 1.4% |
| 24.2 | 1 | 1.4% |
ACF and PACF
dewpoint_c
Numeric time series
High correlation Non stationary
| Distinct | 50 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.129167 |
|---|---|
| Minimum | 5.9 |
| Maximum | 15.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 5.9 |
|---|---|
| 5-th percentile | 7.21 |
| Q1 | 10 |
| median | 11.35 |
| Q3 | 12.525 |
| 95-th percentile | 14.69 |
| Maximum | 15.2 |
| Range | 9.3 |
| Interquartile range (IQR) | 2.525 |
Descriptive statistics
| Standard deviation | 2.1969529 |
|---|---|
| Coefficient of variation (CV) | 0.19740498 |
| Kurtosis | -0.17754324 |
| Mean | 11.129167 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | -0.31011078 |
| Sum | 801.3 |
| Variance | 4.8266021 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2027768914 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 11.8 | 4 | 5.6% |
| 10.5 | 4 | 5.6% |
| 11.4 | 4 | 5.6% |
| 13.1 | 3 | 4.2% |
| 11.7 | 3 | 4.2% |
| 10 | 2 | 2.8% |
| 10.6 | 2 | 2.8% |
| 11.3 | 2 | 2.8% |
| 11.5 | 2 | 2.8% |
| 11.2 | 2 | 2.8% |
| Other values (40) | 44 |
| Value | Count | Frequency (%) |
| 5.9 | 1 | |
| 6 | 1 | |
| 6.9 | 1 | |
| 7.1 | 1 | |
| 7.3 | 1 | |
| 7.5 | 1 | |
| 7.6 | 1 | |
| 8 | 1 | |
| 8.1 | 1 | |
| 8.4 | 1 |
| Value | Count | Frequency (%) |
| 15.2 | 1 | |
| 15.1 | 1 | |
| 15 | 1 | |
| 14.8 | 1 | |
| 14.6 | 1 | |
| 14.5 | 1 | |
| 14.3 | 1 | |
| 14.1 | 1 | |
| 13.8 | 1 | |
| 13.6 | 1 |
ACF and PACF
will_it_rain
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 648.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 52 | |
| True | 20 | 27.8% |
chance_of_rain
Numeric time series
High correlation Non stationary Zeros
| Distinct | 4 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.416667 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 51 |
| Zeros (%) | 70.8% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 44.805605 |
|---|---|
| Coefficient of variation (CV) | 1.5767368 |
| Kurtosis | -1.0764827 |
| Mean | 28.416667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.96290472 |
| Sum | 2046 |
| Variance | 2007.5423 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7155362107 |
Histogram with fixed size bins (bins=4)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 100 | 19 | 26.4% |
| 76 | 1 | 1.4% |
| 70 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 70 | 1 | 1.4% |
| 76 | 1 | 1.4% |
| 100 | 19 | 26.4% |
| Value | Count | Frequency (%) |
| 100 | 19 | 26.4% |
| 76 | 1 | 1.4% |
| 70 | 1 | 1.4% |
| 0 | 51 |
ACF and PACF
chance_of_snow
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 72 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 72 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 72 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 72 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 72 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 72 |
vis_km
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 KiB |
| 10.0 | |
|---|---|
| 2.0 | |
| 7.0 | 3 |
| 5.0 | 1 |
| 9.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8194444 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 2.8% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 10.0 |
Common Values
| Value | Count | Frequency (%) |
| 10.0 | 59 | |
| 2.0 | 8 | 11.1% |
| 7.0 | 3 | 4.2% |
| 5.0 | 1 | 1.4% |
| 9.0 | 1 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10.0 | 59 | |
| 2.0 | 8 | 11.1% |
| 7.0 | 3 | 4.2% |
| 5.0 | 1 | 1.4% |
| 9.0 | 1 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 131 | |
| . | 72 | |
| 1 | 59 | |
| 2 | 8 | 2.9% |
| 7 | 3 | 1.1% |
| 5 | 1 | 0.4% |
| 9 | 1 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| . | 72 | |
| 1 | 59 | |
| 2 | 8 | 2.9% |
| 7 | 3 | 1.1% |
| 5 | 1 | 0.4% |
| 9 | 1 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| . | 72 | |
| 1 | 59 | |
| 2 | 8 | 2.9% |
| 7 | 3 | 1.1% |
| 5 | 1 | 0.4% |
| 9 | 1 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 275 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| . | 72 | |
| 1 | 59 | |
| 2 | 8 | 2.9% |
| 7 | 3 | 1.1% |
| 5 | 1 | 0.4% |
| 9 | 1 | 0.4% |
gust_kph
Real number (ℝ)
High correlation
| Distinct | 57 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.755556 |
| Minimum | 4.6 |
|---|---|
| Maximum | 27.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 4.6 |
|---|---|
| 5-th percentile | 5.855 |
| Q1 | 11.825 |
| median | 15.3 |
| Q3 | 19.8 |
| 95-th percentile | 25.145 |
| Maximum | 27.7 |
| Range | 23.1 |
| Interquartile range (IQR) | 7.975 |
Descriptive statistics
| Standard deviation | 5.6131106 |
|---|---|
| Coefficient of variation (CV) | 0.35626231 |
| Kurtosis | -0.64348539 |
| Mean | 15.755556 |
| Median Absolute Deviation (MAD) | 4.05 |
| Skewness | -0.0095945247 |
| Sum | 1134.4 |
| Variance | 31.507011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.1 | 4 | 5.6% |
| 22 | 3 | 4.2% |
| 13.9 | 2 | 2.8% |
| 17.1 | 2 | 2.8% |
| 15.3 | 2 | 2.8% |
| 14.7 | 2 | 2.8% |
| 10.3 | 2 | 2.8% |
| 11.3 | 2 | 2.8% |
| 12 | 2 | 2.8% |
| 23.2 | 2 | 2.8% |
| Other values (47) | 49 |
| Value | Count | Frequency (%) |
| 4.6 | 1 | |
| 5 | 1 | |
| 5.5 | 1 | |
| 5.8 | 1 | |
| 5.9 | 1 | |
| 6.5 | 1 | |
| 8 | 1 | |
| 8.4 | 1 | |
| 9.4 | 1 | |
| 9.6 | 1 |
| Value | Count | Frequency (%) |
| 27.7 | 1 | 1.4% |
| 25.3 | 2 | |
| 25.2 | 1 | 1.4% |
| 25.1 | 1 | 1.4% |
| 24.8 | 1 | 1.4% |
| 23.6 | 1 | 1.4% |
| 23.2 | 2 | |
| 22 | 3 | |
| 21.1 | 4 | |
| 20.7 | 1 | 1.4% |
uv
Numeric time series
High correlation Zeros
| Distinct | 25 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.95694444 |
|---|---|
| Minimum | 0 |
| Maximum | 5.4 |
| Zeros | 36 |
| Zeros (%) | 50.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.05 |
| Q3 | 0.875 |
| 95-th percentile | 4.89 |
| Maximum | 5.4 |
| Range | 5.4 |
| Interquartile range (IQR) | 0.875 |
Descriptive statistics
| Standard deviation | 1.6481168 |
|---|---|
| Coefficient of variation (CV) | 1.7222701 |
| Kurtosis | 1.4711493 |
| Mean | 0.95694444 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 1.7057401 |
| Sum | 68.9 |
| Variance | 2.7162891 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.006935853596 |
Histogram with fixed size bins (bins=25)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 0.3 | 4 | 5.6% |
| 0.4 | 4 | 5.6% |
| 0.1 | 3 | 4.2% |
| 0.2 | 3 | 4.2% |
| 4.8 | 2 | 2.8% |
| 1.1 | 2 | 2.8% |
| 1.8 | 1 | 1.4% |
| 4.2 | 1 | 1.4% |
| 0.5 | 1 | 1.4% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 0.1 | 3 | 4.2% |
| 0.2 | 3 | 4.2% |
| 0.3 | 4 | 5.6% |
| 0.4 | 4 | 5.6% |
| 0.5 | 1 | 1.4% |
| 0.6 | 1 | 1.4% |
| 0.7 | 1 | 1.4% |
| 0.8 | 1 | 1.4% |
| 1.1 | 2 | 2.8% |
| Value | Count | Frequency (%) |
| 5.4 | 1 | |
| 5.3 | 1 | |
| 5.2 | 1 | |
| 5 | 1 | |
| 4.8 | 2 | |
| 4.5 | 1 | |
| 4.2 | 1 | |
| 3.7 | 1 | |
| 3.5 | 1 | |
| 3.1 | 1 |
ACF and PACF
Interactions
Correlations
| chance_of_rain | cloud | dewpoint_c | feelslike_c | gust_kph | heatindex_c | humidity | is_day | precip_mm | pressure_mb | temp_c | uv | vis_km | will_it_rain | wind_degree | wind_dir | wind_kph | windchill_c | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| chance_of_rain | 1.000 | 0.767 | 0.613 | -0.249 | -0.149 | -0.213 | 0.497 | 0.000 | 0.986 | -0.539 | -0.218 | -0.159 | 0.183 | 0.986 | 0.308 | 0.261 | -0.013 | -0.254 |
| cloud | 0.767 | 1.000 | 0.549 | -0.349 | -0.290 | -0.328 | 0.542 | 0.000 | 0.766 | -0.435 | -0.345 | -0.350 | 0.000 | 0.863 | 0.078 | 0.171 | -0.208 | -0.361 |
| dewpoint_c | 0.613 | 0.549 | 1.000 | 0.035 | -0.063 | 0.060 | 0.426 | 0.360 | 0.616 | -0.366 | 0.033 | -0.306 | 0.293 | 0.607 | 0.171 | 0.111 | -0.052 | 0.019 |
| feelslike_c | -0.249 | -0.349 | 0.035 | 1.000 | 0.581 | 0.995 | -0.860 | 0.590 | -0.261 | 0.342 | 0.994 | 0.552 | 0.235 | 0.262 | 0.410 | 0.000 | 0.619 | 0.999 |
| gust_kph | -0.149 | -0.290 | -0.063 | 0.581 | 1.000 | 0.607 | -0.536 | 0.223 | -0.162 | 0.337 | 0.611 | 0.469 | 0.000 | 0.300 | 0.475 | 0.322 | 0.949 | 0.579 |
| heatindex_c | -0.213 | -0.328 | 0.060 | 0.995 | 0.607 | 1.000 | -0.854 | 0.711 | -0.226 | 0.332 | 0.998 | 0.563 | 0.189 | 0.507 | 0.441 | 0.183 | 0.648 | 0.993 |
| humidity | 0.497 | 0.542 | 0.426 | -0.860 | -0.536 | -0.854 | 1.000 | 0.407 | 0.521 | -0.503 | -0.861 | -0.656 | 0.000 | 0.457 | -0.283 | 0.095 | -0.571 | -0.864 |
| is_day | 0.000 | 0.000 | 0.360 | 0.590 | 0.223 | 0.711 | 0.407 | 1.000 | 0.112 | 0.000 | 0.718 | 0.412 | 0.179 | 0.000 | 0.224 | 0.277 | 0.333 | 0.592 |
| precip_mm | 0.986 | 0.766 | 0.616 | -0.261 | -0.162 | -0.226 | 0.521 | 0.112 | 1.000 | -0.554 | -0.230 | -0.176 | 0.747 | 0.374 | 0.284 | 0.000 | -0.025 | -0.264 |
| pressure_mb | -0.539 | -0.435 | -0.366 | 0.342 | 0.337 | 0.332 | -0.503 | 0.000 | -0.554 | 1.000 | 0.336 | 0.095 | 0.088 | 0.498 | -0.009 | 0.000 | 0.287 | 0.342 |
| temp_c | -0.218 | -0.345 | 0.033 | 0.994 | 0.611 | 0.998 | -0.861 | 0.718 | -0.230 | 0.336 | 1.000 | 0.571 | 0.185 | 0.483 | 0.444 | 0.169 | 0.654 | 0.996 |
| uv | -0.159 | -0.350 | -0.306 | 0.552 | 0.469 | 0.563 | -0.656 | 0.412 | -0.176 | 0.095 | 0.571 | 1.000 | 0.000 | 0.000 | 0.392 | 0.000 | 0.625 | 0.555 |
| vis_km | 0.183 | 0.000 | 0.293 | 0.235 | 0.000 | 0.189 | 0.000 | 0.179 | 0.747 | 0.088 | 0.185 | 0.000 | 1.000 | 0.434 | 0.000 | 0.000 | 0.000 | 0.235 |
| will_it_rain | 0.986 | 0.863 | 0.607 | 0.262 | 0.300 | 0.507 | 0.457 | 0.000 | 0.374 | 0.498 | 0.483 | 0.000 | 0.434 | 1.000 | 0.378 | 0.259 | 0.439 | 0.282 |
| wind_degree | 0.308 | 0.078 | 0.171 | 0.410 | 0.475 | 0.441 | -0.283 | 0.224 | 0.284 | -0.009 | 0.444 | 0.392 | 0.000 | 0.378 | 1.000 | 0.804 | 0.527 | 0.413 |
| wind_dir | 0.261 | 0.171 | 0.111 | 0.000 | 0.322 | 0.183 | 0.095 | 0.277 | 0.000 | 0.000 | 0.169 | 0.000 | 0.000 | 0.259 | 0.804 | 1.000 | 0.388 | 0.075 |
| wind_kph | -0.013 | -0.208 | -0.052 | 0.619 | 0.949 | 0.648 | -0.571 | 0.333 | -0.025 | 0.287 | 0.654 | 0.625 | 0.000 | 0.439 | 0.527 | 0.388 | 1.000 | 0.618 |
| windchill_c | -0.254 | -0.361 | 0.019 | 0.999 | 0.579 | 0.993 | -0.864 | 0.592 | -0.264 | 0.342 | 0.996 | 0.555 | 0.235 | 0.282 | 0.413 | 0.075 | 0.618 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| temp_c | is_day | condition | wind_kph | wind_degree | wind_dir | pressure_mb | precip_mm | humidity | cloud | feelslike_c | windchill_c | heatindex_c | dewpoint_c | will_it_rain | chance_of_rain | chance_of_snow | vis_km | gust_kph | uv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| datetime | ||||||||||||||||||||
| 2025-04-16 00:00:00 | 12.4 | False | {'text': 'Mist', 'icon': '//cdn.weatherapi.com/weather/64x64/night/143.png', 'code': 1030} | 7.2 | 116 | ESE | 1013.0 | 0.0 | 96 | 18 | 12.0 | 12.0 | 12.4 | 11.8 | False | 0 | 0 | 2.0 | 13.9 | 0.0 |
| 2025-04-16 01:00:00 | 12.2 | False | {'text': 'Mist', 'icon': '//cdn.weatherapi.com/weather/64x64/night/143.png', 'code': 1030} | 6.5 | 118 | ESE | 1013.0 | 0.0 | 96 | 25 | 11.8 | 11.8 | 12.2 | 11.5 | False | 0 | 0 | 2.0 | 12.5 | 0.0 |
| 2025-04-16 02:00:00 | 12.0 | False | {'text': 'Mist', 'icon': '//cdn.weatherapi.com/weather/64x64/night/143.png', 'code': 1030} | 7.9 | 123 | ESE | 1014.0 | 0.0 | 95 | 16 | 11.3 | 11.3 | 12.0 | 11.2 | False | 0 | 0 | 2.0 | 15.1 | 0.0 |
| 2025-04-16 03:00:00 | 11.6 | False | {'text': 'Mist', 'icon': '//cdn.weatherapi.com/weather/64x64/night/143.png', 'code': 1030} | 7.6 | 127 | SE | 1014.0 | 0.0 | 95 | 28 | 11.0 | 11.0 | 11.6 | 10.8 | False | 0 | 0 | 2.0 | 14.7 | 0.0 |
| 2025-04-16 04:00:00 | 11.4 | False | {'text': 'Clear ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png', 'code': 1000} | 7.2 | 124 | SE | 1014.0 | 0.0 | 94 | 18 | 10.8 | 10.8 | 11.4 | 10.5 | False | 0 | 0 | 10.0 | 13.9 | 0.0 |
| 2025-04-16 05:00:00 | 11.1 | False | {'text': 'Clear ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png', 'code': 1000} | 7.2 | 118 | ESE | 1014.0 | 0.0 | 93 | 13 | 10.5 | 10.5 | 11.1 | 10.0 | False | 0 | 0 | 10.0 | 14.0 | 0.0 |
| 2025-04-16 06:00:00 | 11.5 | True | {'text': 'Sunny', 'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png', 'code': 1000} | 7.2 | 108 | ESE | 1015.0 | 0.0 | 88 | 13 | 10.9 | 10.9 | 11.5 | 9.7 | False | 0 | 0 | 10.0 | 12.8 | 0.0 |
| 2025-04-16 07:00:00 | 13.0 | True | {'text': 'Sunny', 'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png', 'code': 1000} | 7.9 | 121 | ESE | 1015.0 | 0.0 | 77 | 12 | 12.6 | 12.6 | 13.0 | 9.2 | False | 0 | 0 | 10.0 | 11.3 | 0.2 |
| 2025-04-16 08:00:00 | 14.8 | True | {'text': 'Sunny', 'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png', 'code': 1000} | 10.1 | 133 | SE | 1015.0 | 0.0 | 67 | 9 | 14.3 | 14.3 | 14.8 | 8.8 | False | 0 | 0 | 10.0 | 12.0 | 0.8 |
| 2025-04-16 09:00:00 | 16.7 | True | {'text': 'Sunny', 'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png', 'code': 1000} | 11.2 | 143 | SE | 1015.0 | 0.0 | 58 | 7 | 16.7 | 16.7 | 16.7 | 8.4 | False | 0 | 0 | 10.0 | 12.9 | 1.8 |
| temp_c | is_day | condition | wind_kph | wind_degree | wind_dir | pressure_mb | precip_mm | humidity | cloud | feelslike_c | windchill_c | heatindex_c | dewpoint_c | will_it_rain | chance_of_rain | chance_of_snow | vis_km | gust_kph | uv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| datetime | ||||||||||||||||||||
| 2025-04-18 14:00:00 | 12.9 | True | {'text': 'Light drizzle', 'icon': '//cdn.weatherapi.com/weather/64x64/day/266.png', 'code': 1153} | 13.3 | 167 | SSE | 1013.0 | 0.43 | 89 | 85 | 11.6 | 11.6 | 12.9 | 11.1 | True | 100 | 0 | 2.0 | 17.1 | 0.3 |
| 2025-04-18 15:00:00 | 13.0 | True | {'text': 'Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/day/119.png', 'code': 1006} | 6.1 | 166 | SSE | 1013.0 | 0.00 | 86 | 78 | 12.8 | 12.8 | 13.0 | 10.6 | False | 0 | 0 | 10.0 | 8.0 | 0.3 |
| 2025-04-18 16:00:00 | 13.6 | True | {'text': 'Partly Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/day/116.png', 'code': 1003} | 4.7 | 131 | SE | 1013.0 | 0.00 | 82 | 39 | 13.9 | 13.9 | 13.6 | 10.5 | False | 0 | 0 | 10.0 | 5.9 | 0.2 |
| 2025-04-18 17:00:00 | 14.5 | True | {'text': 'Patchy rain nearby', 'icon': '//cdn.weatherapi.com/weather/64x64/day/176.png', 'code': 1063} | 7.6 | 112 | ESE | 1013.0 | 0.01 | 77 | 76 | 14.3 | 14.3 | 14.5 | 10.5 | True | 76 | 0 | 10.0 | 9.4 | 0.6 |
| 2025-04-18 18:00:00 | 13.8 | True | {'text': 'Patchy rain nearby', 'icon': '//cdn.weatherapi.com/weather/64x64/day/176.png', 'code': 1063} | 6.8 | 90 | E | 1013.0 | 0.04 | 81 | 50 | 13.7 | 13.7 | 13.8 | 10.7 | False | 70 | 0 | 10.0 | 10.3 | 0.1 |
| 2025-04-18 19:00:00 | 12.9 | True | {'text': 'Partly Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/day/116.png', 'code': 1003} | 6.5 | 102 | ESE | 1013.0 | 0.00 | 85 | 27 | 12.7 | 12.7 | 12.9 | 10.5 | False | 0 | 0 | 10.0 | 11.3 | 0.0 |
| 2025-04-18 20:00:00 | 12.5 | False | {'text': 'Clear ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png', 'code': 1000} | 6.5 | 113 | ESE | 1014.0 | 0.00 | 87 | 21 | 12.3 | 12.3 | 12.5 | 10.4 | False | 0 | 0 | 10.0 | 11.1 | 0.0 |
| 2025-04-18 21:00:00 | 12.1 | False | {'text': 'Partly Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/116.png', 'code': 1003} | 6.1 | 91 | E | 1014.0 | 0.00 | 89 | 31 | 11.8 | 11.8 | 12.1 | 10.3 | False | 0 | 0 | 10.0 | 10.3 | 0.0 |
| 2025-04-18 22:00:00 | 11.8 | False | {'text': 'Partly Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/116.png', 'code': 1003} | 5.0 | 104 | ESE | 1014.0 | 0.00 | 91 | 42 | 11.7 | 11.7 | 11.8 | 10.3 | False | 0 | 0 | 10.0 | 8.4 | 0.0 |
| 2025-04-18 23:00:00 | 11.6 | False | {'text': 'Partly Cloudy ', 'icon': '//cdn.weatherapi.com/weather/64x64/night/116.png', 'code': 1003} | 3.2 | 122 | ESE | 1014.0 | 0.00 | 91 | 42 | 12.2 | 12.2 | 11.6 | 10.2 | False | 0 | 0 | 10.0 | 5.5 | 0.0 |